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  • Huan Liu
2019

Smart CCR IoT: Internet of things testbed

Raglin, A. J., Huang, D., Liu, H. & McCabe, J., Dec 2019, Proceedings - 2019 IEEE 5th International Conference on Collaboration and Internet Computing, CIC 2019. Institute of Electrical and Electronics Engineers Inc., p. 232-235 4 p. 8998501. (Proceedings - 2019 IEEE 5th International Conference on Collaboration and Internet Computing, CIC 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2018

Exploiting user actions for app recommendations

Shu, K., Wang, S., Liu, H., Tang, J., Chang, Y. & Luo, P., Oct 24 2018, Proceedings of the 2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2018. Tagarelli, A., Reddy, C. & Brandes, U. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 139-142 4 p. 8508447

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Interactive Unknowns Recommendation in E-Learning Systems

Teng, S. Y., Li, J., Ting, L. P. Y., Chuang, K. T. & Liu, H., Dec 27 2018, 2018 IEEE International Conference on Data Mining, ICDM 2018. Institute of Electrical and Electronics Engineers Inc., p. 497-506 10 p. 8594874. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2018-November).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Scopus citations
2019

Bot detection: Will focusing on recall cause overall performance deterioration?

H. Nazer, T., Davis, M., Karami, M., Akoglu, L., Koelle, D. & Liu, H., Jan 1 2019, Social, Cultural, and Behavioral Modeling - 12th International Conference, SBP-BRiMS 2019, Proceedings. Thomson, R., Dancy, C., Hyder, A. & Bisgin, H. (eds.). Springer Verlag, p. 39-49 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11549 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations
2017

Toward time-evolving feature selection on dynamic networks

Li, J., Hu, X., Jian, L. & Liu, H., Jan 31 2017, Proceedings - 16th IEEE International Conference on Data Mining, ICDM 2016. Institute of Electrical and Electronics Engineers Inc., p. 1003-1008 6 p. 7837940

Research output: Chapter in Book/Report/Conference proceedingConference contribution

14 Scopus citations

Detecting camouflaged content polluters

Wu, L., Hu, X., Morstatter, F. & Liu, H., 2017, Proceedings of the 11th International Conference on Web and Social Media, ICWSM 2017. AAAI Press, p. 696-699 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

8 Scopus citations
2018

CrossFire: Cross media joint friend and item recommendations

Shu, K., Wang, S., Tang, J., Wang, Y. & Liu, H., Feb 2 2018, WSDM 2018 - Proceedings of the 11th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, Vol. 2018-Febuary. p. 522-530 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

15 Scopus citations

Leveraging implicit contribution amounts to facilitate microfinancing requests

Ranganath, S., Beigi, G. & Liu, H., Feb 2 2018, WSDM 2018 - Proceedings of the 11th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, Vol. 2018-Febuary. p. 477-485 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Understanding and identifying rhetorical questions in social media

Ranganath, S., Hu, X., Tang, J., Wang, S. & Liu, H., Jan 1 2018, In : ACM Transactions on Intelligent Systems and Technology. 9, 2, 17.

Research output: Contribution to journalArticle

1 Scopus citations

Exploiting multilabel information for noise-resilient feature selection

Jian, L., Li, J. & Liu, H., Apr 2018, In : ACM Transactions on Intelligent Systems and Technology. 9, 5, 52.

Research output: Contribution to journalArticle

3 Scopus citations
2017

Exploiting hierarchical structures for unsupervised feature selection

Wang, S., Wang, Y., Tang, J., Aggarwal, C., Ranganath, S. & Liu, H., 2017, Proceedings of the 17th SIAM International Conference on Data Mining, SDM 2017. Chawla, N. & Wang, W. (eds.). Society for Industrial and Applied Mathematics Publications, p. 507-515 9 p. (Proceedings of the 17th SIAM International Conference on Data Mining, SDM 2017).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
5 Scopus citations

Discovering, assessing, and mitigating data bias in social media

Morstatter, F. & Liu, H., Jun 1 2017, In : Online Social Networks and Media. 1, p. 1-13 13 p.

Research output: Contribution to journalArticle

9 Scopus citations

Legislative prediction with dual uncertainty minimization from heterogeneous information

Cheng, Y., Agrawal, A., Liu, H. & Choudhary, A., Apr 1 2017, In : Statistical Analysis and Data Mining. 10, 2, p. 107-120 14 p.

Research output: Contribution to journalArticle

2018

Cloud Information Retrieval: Model Description and Scheme Design

Yang, Z., Tang, J. & Liu, H., Jan 29 2018, In : IEEE Access. 6, p. 15420-15430 11 p.

Research output: Contribution to journalArticle

5 Scopus citations
2019

Interspot: Interactive spammer detection in social media

Ding, K., Li, J., Dhar, S., Devan, S. & Liu, H., 2019, Proceedings of the 28th International Joint Conference on Artificial Intelligence, IJCAI 2019. Kraus, S. (ed.). International Joint Conferences on Artificial Intelligence, p. 6509-6511 3 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2019-August).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
2020

Social science-guided feature engineering: A novel approach to signed link analysis

Beigi, G., Tang, J. & Liu, H., Jan 9 2020, In : ACM Transactions on Intelligent Systems and Technology. 11, 1, A11.

Research output: Contribution to journalArticle

Open Access

Feature selection for hierarchical classification via joint semantic and structural information of labels

Huang, H. & Liu, H., May 11 2020, In : Knowledge-Based Systems. 195, 105655.

Research output: Contribution to journalArticle

2019

A novel symbolic aggregate approximation for time series

Yu, Y., Zhu, Y., Wan, D., Liu, H. & Zhao, Q., Jan 1 2019, Proceedings of the 13th International Conference on Ubiquitous Information Management and Communication, IMCOM 2019. Ismail, R., Choo, H. & Lee, S. (eds.). Springer Verlag, p. 805-822 18 p. (Advances in Intelligent Systems and Computing; vol. 935).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Defend: Explainable fake news detection

Shu, K., Cui, L., Wang, S., Lee, D. & Liu, H., Jul 25 2019, KDD 2019 - Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 395-405 11 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Scopus citations
2018

Securing social media user data - An adversarial approach

Beigi, G., Shu, K., Zhang, Y. & Liu, H., Jul 3 2018, HT 2018 - Proceedings of the 29th ACM Conference on Hypertext and Social Media. Association for Computing Machinery, Inc, p. 165-173 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

8 Scopus citations
2019

FakeNewsTracker: a tool for fake news collection, detection, and visualization

Shu, K., Mahudeswaran, D. & Liu, H., Mar 1 2019, In : Computational and Mathematical Organization Theory. 25, 1, p. 60-71 12 p.

Research output: Contribution to journalArticle

9 Scopus citations
2017

Learning homophily couplings from non-IID data for joint feature selection and noise-resilient outlier detection

Pang, G., Cao, L., Chen, L. & Liu, H., 2017, 26th International Joint Conference on Artificial Intelligence, IJCAI 2017. Sierra, C. (ed.). International Joint Conferences on Artificial Intelligence, p. 2585-2591 7 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 0).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
14 Scopus citations
2019

Using social media to understand cyber attack behavior

Sliva, A., Shu, K. & Liu, H., Jan 1 2019, Advances in Human Factors, Business Management and Society - Proceedings of the AHFE 2018 International Conference on Human Factors, Business Management and Society, 2018. Springer Verlag, p. 636-645 10 p. (Advances in Intelligent Systems and Computing; vol. 783).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations
2017

Using a random forest to inspire a neural network and improving on it

Wang, S., Aggarwal, C. & Liu, H., 2017, Proceedings of the 17th SIAM International Conference on Data Mining, SDM 2017. Chawla, N. & Wang, W. (eds.). Society for Industrial and Applied Mathematics Publications, p. 1-9 9 p. (Proceedings of the 17th SIAM International Conference on Data Mining, SDM 2017).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
11 Scopus citations
2019

Protecting user privacy: An approach for untraceable web browsing history and unambiguous user profiles

Beigi, G., Guo, R., Nou, A., Zhang, Y. & Liu, H., Jan 30 2019, WSDM 2019 - Proceedings of the 12th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 213-221 9 p. (WSDM 2019 - Proceedings of the 12th ACM International Conference on Web Search and Data Mining).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

8 Scopus citations

Beyond news contents: The role of social context for fake news detection

Shu, K., Wang, S. & Liu, H., Jan 30 2019, WSDM 2019 - Proceedings of the 12th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 312-320 9 p. (WSDM 2019 - Proceedings of the 12th ACM International Conference on Web Search and Data Mining).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

24 Scopus citations
2017

Collaborative filtering via different preference structures

Liu, S., Pang, N., Xu, G. & Liu, H., 2017, Knowledge Science, Engineering and Management - 10th International Conference, KSEM 2017, Proceedings. Zhang, Z., Ge, Y., Jin, Z., Li, G. & Blumenstein, M. (eds.). Springer Verlag, p. 309-321 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10412 LNAI).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2019

Learning from networks: Algorithms, theory, and applications

Huang, X., Cui, P., Dong, Y., Li, J., Liu, H., Pei, J., Song, L., Tang, J., Wang, F., Yang, H. & Zhu, W., Jul 25 2019, KDD 2019 - Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 3221-3222 2 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Hierarchical attention networks for cyberbullying detection on the instagram social network

Cheng, L., Guo, R., Silva, Y., Hall, D. & Liu, H., Jan 1 2019, SIAM International Conference on Data Mining, SDM 2019. Society for Industrial and Applied Mathematics Publications, p. 235-243 9 p. (SIAM International Conference on Data Mining, SDM 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
6 Scopus citations

Pi-Bully: Personalized cyberbullying detection with peer influence

Cheng, L., Li, J., Silva, Y., Hall, D. & Liu, H., Jan 1 2019, Proceedings of the 28th International Joint Conference on Artificial Intelligence, IJCAI 2019. Kraus, S. (ed.). International Joint Conferences on Artificial Intelligence, p. 5829-5835 7 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2019-August).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Scopus citations

Beyond word2vec: Distance-graph tensor factorization for word and document embeddings

Wang, S., Aggarwal, C. & Liu, H., Nov 3 2019, CIKM 2019 - Proceedings of the 28th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 1041-1050 10 p. (International Conference on Information and Knowledge Management, Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
2017

Signed network embedding in social media

Wang, S., Tang, J., Aggarwal, C., Chang, Y. & Liu, H., Jan 1 2017, Proceedings of the 17th SIAM International Conference on Data Mining, SDM 2017. Chawla, N. & Wang, W. (eds.). Society for Industrial and Applied Mathematics Publications, p. 327-335 9 p. (Proceedings of the 17th SIAM International Conference on Data Mining, SDM 2017).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
65 Scopus citations

Radar: Residual analysis for anomaly detection in attributed networks

Li, J., Dani, H., Hu, X. & Liu, H., 2017, 26th International Joint Conference on Artificial Intelligence, IJCAI 2017. Sierra, C. (ed.). International Joint Conferences on Artificial Intelligence, p. 2152-2158 7 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 0).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
25 Scopus citations

Challenges of Feature Selection for Big Data Analytics

Li, J. & Liu, H., Mar 1 2017, In : IEEE Intelligent Systems. 32, 2, p. 9-15 7 p., 7887649.

Research output: Contribution to journalArticle

65 Scopus citations

Recent advances in feature selection and its applications

Li, Y., Li, T. & Liu, H., May 5 2017, (Accepted/In press) In : Knowledge and Information Systems. p. 1-27 27 p.

Research output: Contribution to journalArticle

68 Scopus citations
2018

Exploiting emotion on reviews for recommender systems

Meng, X., Wang, S., Liu, H. & Zhang, Y., Jan 1 2018, 32nd AAAI Conference on Artificial Intelligence, AAAI 2018. AAAI press, p. 3788-3795 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

9 Scopus citations
2019

Deep anomaly detection on attributed networks

Ding, K., Li, J., Bhanushali, R. & Liu, H., Jan 1 2019, SIAM International Conference on Data Mining, SDM 2019. Society for Industrial and Applied Mathematics Publications, p. 594-602 9 p. (SIAM International Conference on Data Mining, SDM 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
14 Scopus citations
2020

Joint Local and Global Sequence Modeling in Temporal Correlation Networks for Trending Topic Detection

Shu, K., Li, L., Wang, S., Zhou, Y. & Liu, H., Jul 6 2020, WebSci 2020 - Proceedings of the 12th ACM Conference on Web Science. Association for Computing Machinery, Inc, p. 335-344 10 p. (WebSci 2020 - Proceedings of the 12th ACM Conference on Web Science).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
2018

Understanding and predicting delay in reciprocal relations

Li, J., Tang, J., Wang, Y., Wan, Y., Chang, Y. & Liu, H., Apr 10 2018, The Web Conference 2018 - Proceedings of the World Wide Web Conference, WWW 2018. Association for Computing Machinery, Inc, p. 1643-1652 10 p. (The Web Conference 2018 - Proceedings of the World Wide Web Conference, WWW 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
2019

Abductive causal reasoning for internet of things

Raglin, A., Venkateswaran, A. & Liu, H., Aug 2019, Proceedings - 2019 IEEE SmartWorld, Ubiquitous Intelligence and Computing, Advanced and Trusted Computing, Scalable Computing and Communications, Internet of People and Smart City Innovation, SmartWorld/UIC/ATC/SCALCOM/IOP/SCI 2019. Institute of Electrical and Electronics Engineers Inc., p. 1866-1869 4 p. 9060242. (Proceedings - 2019 IEEE SmartWorld, Ubiquitous Intelligence and Computing, Advanced and Trusted Computing, Scalable Computing and Communications, Internet of People and Smart City Innovation, SmartWorld/UIC/ATC/SCALCOM/IOP/SCI 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Multi-level network embedding with boosted low-rank matrix approximation

Li, J., Wu, L., Guo, R., Liu, C. & Liu, H., Aug 27 2019, Proceedings of the 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2019. Spezzano, F., Chen, W. & Xiao, X. (eds.). Association for Computing Machinery, Inc, p. 49-56 8 p. (Proceedings of the 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

The role of user profiles for fake news detection

Shu, K., Zhou, X., Wang, S., Zafarani, R. & Liu, H., Aug 27 2019, Proceedings of the 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2019. Spezzano, F., Chen, W. & Xiao, X. (eds.). Association for Computing Machinery, Inc, p. 436-439 4 p. (Proceedings of the 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations
2020

FakeNewsNet: A Data Repository with News Content, Social Context, and Spatiotemporal Information for Studying Fake News on Social Media

Shu, K., Mahudeswaran, D., Wang, S., Lee, D. & Liu, H., Jun 1 2020, In : Big Data. 8, 3, p. 171-188 18 p.

Research output: Contribution to journalArticle

1 Scopus citations

Joint spatial and temporal modeling for hydrological prediction

Zhao, Q., Zhu, Y., Shu, K., Wan, D., Yu, Y., Zhou, X. & Liu, H., 2020, In : IEEE Access. 8, p. 78492-78503 12 p., 9078096.

Research output: Contribution to journalArticle

Open Access
2018

Understanding Infrastructure Resiliency in Chennai, India Using Twitter's Geotags and Texts: A Preliminary Study

Chong, O., Naganathan, H., Liu, H., Ariaratnam, S. & Kim, J., Apr 2018, In : Engineering. 4, 2, p. 218-223 6 p.

Research output: Contribution to journalArticle

2017

Attributed signed network embedding

Wang, S., Aggarwal, C., Tang, J. & Liu, H., Nov 6 2017, CIKM 2017 - Proceedings of the 2017 ACM Conference on Information and Knowledge Management. Association for Computing Machinery, p. 137-146 10 p. (International Conference on Information and Knowledge Management, Proceedings; vol. Part F131841).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

30 Scopus citations

Attributed network embedding for learning in a dynamic environment

Li, J., Dani, H., Hu, X., Tang, J., Chang, Y. & Liu, H., Nov 6 2017, CIKM 2017 - Proceedings of the 2017 ACM Conference on Information and Knowledge Management. Association for Computing Machinery, p. 387-396 10 p. (International Conference on Information and Knowledge Management, Proceedings; vol. Part F131841).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

77 Scopus citations
2018

Adaptive implicit friends identification over heterogeneous network for social recommendation

Yu, J., Gao, M., Li, J., Yin, H. & Liu, H., Oct 17 2018, CIKM 2018 - Proceedings of the 27th ACM International Conference on Information and Knowledge Management. Paton, N., Candan, S., Wang, H., Allan, J., Agrawal, R., Labrinidis, A., Cuzzocrea, A., Zaki, M., Srivastava, D., Broder, A. & Schuster, A. (eds.). Association for Computing Machinery, p. 357-366 10 p. (International Conference on Information and Knowledge Management, Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

12 Scopus citations
2017

Adaptive spammer detection with sparse group modeling

Wu, L., Hu, X., Morstatter, F. & Liu, H., 2017, Proceedings of the 11th International Conference on Web and Social Media, ICWSM 2017. AAAI Press, p. 319-326 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

18 Scopus citations

Unsupervised feature selection in signed social networks

Cheng, K., Li, J. & Liu, H., Aug 13 2017, KDD 2017 - Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, Vol. Part F129685. p. 777-786 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

22 Scopus citations